Dataset statistics
| Number of variables | 30 |
|---|---|
| Number of observations | 34706 |
| Missing cells | 260957 |
| Missing cells (%) | 25.1% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 7.9 MiB |
| Average record size in memory | 240.0 B |
Variable types
| Text | 1 |
|---|---|
| Categorical | 4 |
| DateTime | 1 |
| Numeric | 24 |
act_on_foot_ep_0 has 27505 (79.3%) missing values | Missing |
loc_study_still has 18911 (54.5%) missing values | Missing |
loc_study_product has 18911 (54.5%) missing values | Missing |
loc_dist_ep_0 has 4583 (13.2%) missing values | Missing |
loc_visit_num_ep_0 has 3532 (10.2%) missing values | Missing |
loc_social_unlock_duration has 21735 (62.6%) missing values | Missing |
loc_food_unlock_duration has 18553 (53.5%) missing values | Missing |
loc_social_unlock_num has 21735 (62.6%) missing values | Missing |
loc_food_unlock_num has 18553 (53.5%) missing values | Missing |
loc_social_still has 21735 (62.6%) missing values | Missing |
loc_food_still has 18553 (53.5%) missing values | Missing |
loc_social_unlock_duration_plus_loc_food_unlock_duration has 21893 (63.1%) missing values | Missing |
loc_social_unlock_num_plus_loc_food_unlock_num has 21893 (63.1%) missing values | Missing |
loc_social_still_plus_loc_food_still has 21893 (63.1%) missing values | Missing |
loc_dist_ep_0 is highly skewed (γ1 = 51.10741875) | Skewed |
act_running_ep_0 has 7944 (22.9%) zeros | Zeros |
act_walking_ep_0 has 7479 (21.5%) zeros | Zeros |
loc_study_dur has 18754 (54.0%) zeros | Zeros |
loc_home_dur has 6787 (19.6%) zeros | Zeros |
loc_workout_dur has 25384 (73.1%) zeros | Zeros |
act_in_vehicle_ep_0 has 1811 (5.2%) zeros | Zeros |
loc_social_dur has 21578 (62.2%) zeros | Zeros |
loc_food_dur has 18396 (53.0%) zeros | Zeros |
loc_visit_num_ep_0 has 1479 (4.3%) zeros | Zeros |
loc_social_unlock_duration has 626 (1.8%) zeros | Zeros |
loc_food_unlock_duration has 694 (2.0%) zeros | Zeros |
loc_social_unlock_num has 626 (1.8%) zeros | Zeros |
loc_food_unlock_num has 694 (2.0%) zeros | Zeros |
act_running_ep_0_plus_act_walking_ep_0 has 7479 (21.5%) zeros | Zeros |
loc_social_dur_plus_loc_food_dur has 18238 (52.5%) zeros | Zeros |
loc_social_unlock_duration_plus_loc_food_unlock_duration has 488 (1.4%) zeros | Zeros |
loc_social_unlock_num_plus_loc_food_unlock_num has 488 (1.4%) zeros | Zeros |
Reproduction
| Analysis started | 2024-05-23 19:05:02.778369 |
|---|---|
| Analysis finished | 2024-05-23 19:05:45.061133 |
| Duration | 42.28 seconds |
| Software version | ydata-profiling v4.8.3 |
| Download configuration | config.json |
uid
Text
| Distinct | 220 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 271.3 KiB |
Length
| Max length | 32 |
|---|---|
| Median length | 32 |
| Mean length | 32 |
| Min length | 32 |
Characters and Unicode
| Total characters | 1110592 |
|---|---|
| Distinct characters | 16 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 5 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | 3569e2f520db9014b4acc4227a6421c1 |
|---|---|
| 2nd row | 3569e2f520db9014b4acc4227a6421c1 |
| 3rd row | 3569e2f520db9014b4acc4227a6421c1 |
| 4th row | 3569e2f520db9014b4acc4227a6421c1 |
| 5th row | 3569e2f520db9014b4acc4227a6421c1 |
| Value | Count | Frequency (%) |
| aeeb186fafcc356f44cae870555f4a0d | 441 | 1.3% |
| 862f10a8c357e957a59d122077b3a5ad | 436 | 1.3% |
| c37f9221f44e9ca35a49180dc05a7587 | 417 | 1.2% |
| 73e13f8273906f7f43a077f95ec48e7d | 388 | 1.1% |
| 7d2c632a05bbb03ca97555d61be83c41 | 383 | 1.1% |
| 1d2263527eed2a54e88d340fb8e55308 | 377 | 1.1% |
| 35cf1abf179310dc33907d953f590366 | 372 | 1.1% |
| 46b53cdf4d639d54e894d92b6dff817f | 349 | 1.0% |
| bd6de07de02a8c2e98018a1c7daecc87 | 344 | 1.0% |
| ffc4b142e017c162ed4db7b05414fc4b | 335 | 1.0% |
| Other values (210) | 30864 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 79812 | 7.2% |
| 3 | 73025 | 6.6% |
| 5 | 71714 | 6.5% |
| 1 | 71009 | 6.4% |
| d | 70849 | 6.4% |
| 7 | 70286 | 6.3% |
| c | 69623 | 6.3% |
| a | 69321 | 6.2% |
| e | 68788 | 6.2% |
| 4 | 68442 | 6.2% |
| Other values (6) | 397723 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 1110592 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 79812 | 7.2% |
| 3 | 73025 | 6.6% |
| 5 | 71714 | 6.5% |
| 1 | 71009 | 6.4% |
| d | 70849 | 6.4% |
| 7 | 70286 | 6.3% |
| c | 69623 | 6.3% |
| a | 69321 | 6.2% |
| e | 68788 | 6.2% |
| 4 | 68442 | 6.2% |
| Other values (6) | 397723 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 1110592 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 79812 | 7.2% |
| 3 | 73025 | 6.6% |
| 5 | 71714 | 6.5% |
| 1 | 71009 | 6.4% |
| d | 70849 | 6.4% |
| 7 | 70286 | 6.3% |
| c | 69623 | 6.3% |
| a | 69321 | 6.2% |
| e | 68788 | 6.2% |
| 4 | 68442 | 6.2% |
| Other values (6) | 397723 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 1110592 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 79812 | 7.2% |
| 3 | 73025 | 6.6% |
| 5 | 71714 | 6.5% |
| 1 | 71009 | 6.4% |
| d | 70849 | 6.4% |
| 7 | 70286 | 6.3% |
| c | 69623 | 6.3% |
| a | 69321 | 6.2% |
| e | 68788 | 6.2% |
| 4 | 68442 | 6.2% |
| Other values (6) | 397723 |
gender
Categorical
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 4 |
| Missing (%) | < 0.1% |
| Memory size | 271.3 KiB |
| F | |
|---|---|
| M | |
| both | 274 |
Length
| Max length | 4 |
|---|---|
| Median length | 1 |
| Mean length | 1.0236874 |
| Min length | 1 |
Characters and Unicode
| Total characters | 35524 |
|---|---|
| Distinct characters | 6 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | both |
|---|---|
| 2nd row | both |
| 3rd row | both |
| 4th row | both |
| 5th row | both |
Common Values
| Value | Count | Frequency (%) |
| F | 23438 | |
| M | 10990 | |
| both | 274 | 0.8% |
| (Missing) | 4 | < 0.1% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| f | 23438 | |
| m | 10990 | |
| both | 274 | 0.8% |
Most occurring characters
| Value | Count | Frequency (%) |
| F | 23438 | |
| M | 10990 | |
| b | 274 | 0.8% |
| o | 274 | 0.8% |
| t | 274 | 0.8% |
| h | 274 | 0.8% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 35524 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| F | 23438 | |
| M | 10990 | |
| b | 274 | 0.8% |
| o | 274 | 0.8% |
| t | 274 | 0.8% |
| h | 274 | 0.8% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 35524 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| F | 23438 | |
| M | 10990 | |
| b | 274 | 0.8% |
| o | 274 | 0.8% |
| t | 274 | 0.8% |
| h | 274 | 0.8% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 35524 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| F | 23438 | |
| M | 10990 | |
| b | 274 | 0.8% |
| o | 274 | 0.8% |
| t | 274 | 0.8% |
| h | 274 | 0.8% |
race
Categorical
| Distinct | 8 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 4 |
| Missing (%) | < 0.1% |
| Memory size | 271.3 KiB |
| white | |
|---|---|
| asian | |
| more than one | 1475 |
| other/hispanic | 1364 |
| black | 1334 |
| Other values (3) | 710 |
Length
| Max length | 29 |
|---|---|
| Median length | 5 |
| Mean length | 6.0893608 |
| Min length | 5 |
Characters and Unicode
| Total characters | 211313 |
|---|---|
| Distinct characters | 20 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | white |
|---|---|
| 2nd row | white |
| 3rd row | white |
| 4th row | white |
| 5th row | white |
Common Values
| Value | Count | Frequency (%) |
| white | 20817 | |
| asian | 9002 | |
| more than one | 1475 | 4.2% |
| other/hispanic | 1364 | 3.9% |
| black | 1334 | 3.8% |
| american indian/alaska native | 322 | 0.9% |
| alaskan native/white | 209 | 0.6% |
| american indian/white | 179 | 0.5% |
| (Missing) | 4 | < 0.1% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| white | 20817 | |
| asian | 9002 | |
| more | 1475 | 3.8% |
| than | 1475 | 3.8% |
| one | 1475 | 3.8% |
| other/hispanic | 1364 | 3.5% |
| black | 1334 | 3.4% |
| american | 501 | 1.3% |
| indian/alaska | 322 | 0.8% |
| native | 322 | 0.8% |
| Other values (3) | 597 | 1.5% |
Most occurring characters
| Value | Count | Frequency (%) |
| i | 34969 | |
| e | 26551 | |
| a | 25804 | |
| h | 25408 | |
| t | 24575 | |
| w | 21205 | |
| n | 15559 | |
| s | 10897 | 5.2% |
| o | 4314 | 2.0% |
| 3982 | 1.9% | |
| Other values (10) | 18049 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 211313 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| i | 34969 | |
| e | 26551 | |
| a | 25804 | |
| h | 25408 | |
| t | 24575 | |
| w | 21205 | |
| n | 15559 | |
| s | 10897 | 5.2% |
| o | 4314 | 2.0% |
| 3982 | 1.9% | |
| Other values (10) | 18049 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 211313 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| i | 34969 | |
| e | 26551 | |
| a | 25804 | |
| h | 25408 | |
| t | 24575 | |
| w | 21205 | |
| n | 15559 | |
| s | 10897 | 5.2% |
| o | 4314 | 2.0% |
| 3982 | 1.9% | |
| Other values (10) | 18049 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 211313 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| i | 34969 | |
| e | 26551 | |
| a | 25804 | |
| h | 25408 | |
| t | 24575 | |
| w | 21205 | |
| n | 15559 | |
| s | 10897 | 5.2% |
| o | 4314 | 2.0% |
| 3982 | 1.9% | |
| Other values (10) | 18049 |
cohort_year
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 2 |
| Missing (%) | < 0.1% |
| Memory size | 271.3 KiB |
| 2018.0 | |
|---|---|
| 2017.0 |
Length
| Max length | 6 |
|---|---|
| Median length | 6 |
| Mean length | 6 |
| Min length | 6 |
Characters and Unicode
| Total characters | 208224 |
|---|---|
| Distinct characters | 6 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 2017.0 |
|---|---|
| 2nd row | 2017.0 |
| 3rd row | 2017.0 |
| 4th row | 2017.0 |
| 5th row | 2017.0 |
Common Values
| Value | Count | Frequency (%) |
| 2018.0 | 17598 | |
| 2017.0 | 17106 | |
| (Missing) | 2 | < 0.1% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 2018.0 | 17598 | |
| 2017.0 | 17106 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 69408 | |
| 2 | 34704 | |
| 1 | 34704 | |
| . | 34704 | |
| 8 | 17598 | 8.5% |
| 7 | 17106 | 8.2% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 208224 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 69408 | |
| 2 | 34704 | |
| 1 | 34704 | |
| . | 34704 | |
| 8 | 17598 | 8.5% |
| 7 | 17106 | 8.2% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 208224 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 69408 | |
| 2 | 34704 | |
| 1 | 34704 | |
| . | 34704 | |
| 8 | 17598 | 8.5% |
| 7 | 17106 | 8.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 208224 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 69408 | |
| 2 | 34704 | |
| 1 | 34704 | |
| . | 34704 | |
| 8 | 17598 | 8.5% |
| 7 | 17106 | 8.2% |
is_ios
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 271.3 KiB |
| 1 | |
|---|---|
| 0 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 34706 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 26711 | |
| 0 | 7995 | 23.0% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1 | 26711 | |
| 0 | 7995 | 23.0% |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 26711 | |
| 0 | 7995 | 23.0% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 34706 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 1 | 26711 | |
| 0 | 7995 | 23.0% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 34706 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 1 | 26711 | |
| 0 | 7995 | 23.0% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 34706 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 1 | 26711 | |
| 0 | 7995 | 23.0% |
day_survey
Date
| Distinct | 1749 |
|---|---|
| Distinct (%) | 5.0% |
| Missing | 4 |
| Missing (%) | < 0.1% |
| Memory size | 271.3 KiB |
| Minimum | 2017-09-08 00:00:00 |
|---|---|
| Maximum | 2022-06-25 00:00:00 |
act_on_foot_ep_0
Real number (ℝ)
MISSING 
| Distinct | 6795 |
|---|---|
| Distinct (%) | 94.4% |
| Missing | 27505 |
| Missing (%) | 79.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2948.364 |
| Minimum | 0 |
|---|---|
| Maximum | 36290 |
| Zeros | 44 |
| Zeros (%) | 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 271.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 124.8 |
| Q1 | 1058.2 |
| median | 2503.6 |
| Q3 | 4437.9 |
| 95-th percentile | 7063.8 |
| Maximum | 36290 |
| Range | 36290 |
| Interquartile range (IQR) | 3379.7 |
Descriptive statistics
| Standard deviation | 2343.9692 |
|---|---|
| Coefficient of variation (CV) | 0.79500671 |
| Kurtosis | 7.1348506 |
| Mean | 2948.364 |
| Median Absolute Deviation (MAD) | 1613.1 |
| Skewness | 1.390506 |
| Sum | 21231169 |
| Variance | 5494191.4 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 44 | 0.1% |
| 56.3 | 4 | < 0.1% |
| 1.6 | 4 | < 0.1% |
| 181.1 | 4 | < 0.1% |
| 12.3 | 3 | < 0.1% |
| 364.7 | 3 | < 0.1% |
| 1787.4 | 3 | < 0.1% |
| 2342.3 | 3 | < 0.1% |
| 45.5 | 3 | < 0.1% |
| 32.7 | 3 | < 0.1% |
| Other values (6785) | 7127 | 20.5% |
| (Missing) | 27505 |
| Value | Count | Frequency (%) |
| 0 | 44 | |
| 0.5555555556 | 1 | < 0.1% |
| 0.7 | 1 | < 0.1% |
| 0.8 | 2 | < 0.1% |
| 1.2 | 2 | < 0.1% |
| 1.5 | 2 | < 0.1% |
| 1.6 | 4 | < 0.1% |
| 2 | 1 | < 0.1% |
| 2.2 | 1 | < 0.1% |
| 2.8 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 36290 | 1 | |
| 22191 | 1 | |
| 18041.5 | 1 | |
| 17323.28571 | 1 | |
| 14772 | 1 | |
| 13174.5 | 1 | |
| 13062.2 | 1 | |
| 12938.3 | 1 | |
| 12647.8 | 1 | |
| 12538.3 | 1 |
act_running_ep_0
Real number (ℝ)
ZEROS 
| Distinct | 5468 |
|---|---|
| Distinct (%) | 15.8% |
| Missing | 4 |
| Missing (%) | < 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 94.745873 |
| Minimum | 0 |
|---|---|
| Maximum | 4608 |
| Zeros | 7944 |
| Zeros (%) | 22.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 271.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1.3 |
| median | 23.8 |
| Q3 | 89.1 |
| 95-th percentile | 434.495 |
| Maximum | 4608 |
| Range | 4608 |
| Interquartile range (IQR) | 87.8 |
Descriptive statistics
| Standard deviation | 206.48418 |
|---|---|
| Coefficient of variation (CV) | 2.1793475 |
| Kurtosis | 40.666592 |
| Mean | 94.745873 |
| Median Absolute Deviation (MAD) | 23.8 |
| Skewness | 5.1206615 |
| Sum | 3287871.3 |
| Variance | 42635.715 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 7944 | 22.9% |
| 0.5 | 92 | 0.3% |
| 1 | 87 | 0.3% |
| 0.3 | 80 | 0.2% |
| 3 | 74 | 0.2% |
| 2.5 | 73 | 0.2% |
| 4.4 | 71 | 0.2% |
| 1.1 | 67 | 0.2% |
| 1.8 | 67 | 0.2% |
| 0.8 | 67 | 0.2% |
| Other values (5458) | 26080 |
| Value | Count | Frequency (%) |
| 0 | 7944 | |
| 0.2 | 65 | 0.2% |
| 0.3 | 80 | 0.2% |
| 0.3333333333 | 1 | < 0.1% |
| 0.375 | 1 | < 0.1% |
| 0.4 | 27 | 0.1% |
| 0.4285714286 | 1 | < 0.1% |
| 0.5 | 92 | 0.3% |
| 0.5555555556 | 1 | < 0.1% |
| 0.6 | 35 | 0.1% |
| Value | Count | Frequency (%) |
| 4608 | 1 | |
| 3189.3 | 1 | |
| 3169.25 | 1 | |
| 3031.9 | 1 | |
| 3009.9 | 1 | |
| 2952.6 | 1 | |
| 2889.3 | 1 | |
| 2865.1 | 1 | |
| 2843.6 | 1 | |
| 2700.555556 | 1 |
act_walking_ep_0
Real number (ℝ)
ZEROS 
| Distinct | 25117 |
|---|---|
| Distinct (%) | 72.4% |
| Missing | 4 |
| Missing (%) | < 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 8759.1977 |
| Minimum | 0 |
|---|---|
| Maximum | 43022 |
| Zeros | 7479 |
| Zeros (%) | 21.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 271.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 3883.25 |
| median | 9375.75 |
| Q3 | 13127.425 |
| 95-th percentile | 18391.035 |
| Maximum | 43022 |
| Range | 43022 |
| Interquartile range (IQR) | 9244.175 |
Descriptive statistics
| Standard deviation | 6111.7136 |
|---|---|
| Coefficient of variation (CV) | 0.6977481 |
| Kurtosis | -0.70743031 |
| Mean | 8759.1977 |
| Median Absolute Deviation (MAD) | 4233.95 |
| Skewness | 0.035507578 |
| Sum | 3.0396168 × 108 |
| Variance | 37353043 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 7479 | 21.5% |
| 8086.5 | 5 | < 0.1% |
| 12734.3 | 4 | < 0.1% |
| 13800.2 | 4 | < 0.1% |
| 10982 | 4 | < 0.1% |
| 8250.8 | 4 | < 0.1% |
| 6004.8 | 4 | < 0.1% |
| 10273 | 3 | < 0.1% |
| 15279.4 | 3 | < 0.1% |
| 9676.1 | 3 | < 0.1% |
| Other values (25107) | 27189 | |
| (Missing) | 4 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 7479 | |
| 0.5 | 1 | < 0.1% |
| 0.5714285714 | 1 | < 0.1% |
| 0.9 | 1 | < 0.1% |
| 1.333333333 | 2 | < 0.1% |
| 1.571428571 | 1 | < 0.1% |
| 1.666666667 | 1 | < 0.1% |
| 3.833333333 | 1 | < 0.1% |
| 5.9 | 1 | < 0.1% |
| 7 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 43022 | 1 | |
| 32727.3 | 1 | |
| 32642.2 | 1 | |
| 32080.2 | 1 | |
| 31821.1 | 1 | |
| 31330.6 | 1 | |
| 30823.7 | 1 | |
| 30736 | 1 | |
| 30453.9 | 1 | |
| 30286.4 | 1 |
loc_study_still
Real number (ℝ)
MISSING 
| Distinct | 15313 |
|---|---|
| Distinct (%) | 96.9% |
| Missing | 18911 |
| Missing (%) | 54.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 51.242227 |
| Minimum | 3.275766 |
|---|---|
| Maximum | 60 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 271.3 KiB |
Quantile statistics
| Minimum | 3.275766 |
|---|---|
| 5-th percentile | 38.516243 |
| Q1 | 48.824501 |
| median | 53.165647 |
| Q3 | 55.404126 |
| 95-th percentile | 58.979626 |
| Maximum | 60 |
| Range | 56.724234 |
| Interquartile range (IQR) | 6.5796247 |
Descriptive statistics
| Standard deviation | 6.6848257 |
|---|---|
| Coefficient of variation (CV) | 0.13045541 |
| Kurtosis | 6.1656948 |
| Mean | 51.242227 |
| Median Absolute Deviation (MAD) | 2.8246178 |
| Skewness | -1.9591248 |
| Sum | 809370.98 |
| Variance | 44.686894 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 59.98571769 | 5 | < 0.1% |
| 55.98437584 | 5 | < 0.1% |
| 49.13896877 | 5 | < 0.1% |
| 42 | 4 | < 0.1% |
| 39.39126983 | 4 | < 0.1% |
| 46.83555068 | 4 | < 0.1% |
| 15.01840491 | 4 | < 0.1% |
| 16.4627583 | 4 | < 0.1% |
| 53.3502609 | 4 | < 0.1% |
| 32.84087753 | 4 | < 0.1% |
| Other values (15303) | 15752 | |
| (Missing) | 18911 |
| Value | Count | Frequency (%) |
| 3.275766017 | 1 | < 0.1% |
| 3.866666667 | 2 | |
| 5.67966017 | 1 | < 0.1% |
| 6.866666667 | 2 | |
| 6.885775862 | 1 | < 0.1% |
| 7.162687396 | 2 | |
| 7.482013497 | 3 | |
| 7.948717949 | 1 | < 0.1% |
| 8.957055215 | 1 | < 0.1% |
| 9.694614103 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 60 | 2 | |
| 59.9972639 | 1 | |
| 59.99642725 | 1 | |
| 59.9960692 | 1 | |
| 59.99606798 | 1 | |
| 59.99598963 | 1 | |
| 59.99595407 | 1 | |
| 59.99584053 | 1 | |
| 59.99583391 | 1 | |
| 59.99583362 | 1 |
loc_study_dur
Real number (ℝ)
ZEROS 
| Distinct | 14840 |
|---|---|
| Distinct (%) | 43.0% |
| Missing | 157 |
| Missing (%) | 0.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.6377419 |
| Minimum | 0 |
|---|---|
| Maximum | 23.002912 |
| Zeros | 18754 |
| Zeros (%) | 54.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 271.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 2.6044722 |
| 95-th percentile | 6.5410454 |
| Maximum | 23.002912 |
| Range | 23.002912 |
| Interquartile range (IQR) | 2.6044722 |
Descriptive statistics
| Standard deviation | 2.8707786 |
|---|---|
| Coefficient of variation (CV) | 1.7528883 |
| Kurtosis | 11.858651 |
| Mean | 1.6377419 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 2.9667358 |
| Sum | 56582.345 |
| Variance | 8.24137 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 18754 | |
| 0.05 | 33 | 0.1% |
| 0.1666944444 | 24 | 0.1% |
| 0.1166666667 | 18 | 0.1% |
| 0.08336111111 | 16 | < 0.1% |
| 0.2000277778 | 15 | < 0.1% |
| 0.1166944444 | 14 | < 0.1% |
| 0.1000277778 | 12 | < 0.1% |
| 0.06669444444 | 12 | < 0.1% |
| 0.06666666667 | 12 | < 0.1% |
| Other values (14830) | 15639 | |
| (Missing) | 157 | 0.5% |
| Value | Count | Frequency (%) |
| 0 | 18754 | |
| 0.01666666667 | 1 | < 0.1% |
| 0.03333333333 | 2 | < 0.1% |
| 0.03336111111 | 1 | < 0.1% |
| 0.03361111111 | 2 | < 0.1% |
| 0.03427777778 | 2 | < 0.1% |
| 0.03441666667 | 1 | < 0.1% |
| 0.03461111111 | 1 | < 0.1% |
| 0.03477777778 | 2 | < 0.1% |
| 0.03513888889 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 23.00291222 | 1 | |
| 22.10058333 | 1 | |
| 21.96547222 | 1 | |
| 21.73336111 | 1 | |
| 21.68663889 | 1 | |
| 21.63622222 | 1 | |
| 21.53913889 | 1 | |
| 21.25377778 | 1 | |
| 21.23377683 | 1 | |
| 21.14190631 | 1 |
loc_study_product
Real number (ℝ)
MISSING 
| Distinct | 15315 |
|---|---|
| Distinct (%) | 97.0% |
| Missing | 18911 |
| Missing (%) | 54.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 251.03706 |
| Minimum | 1.6333333 |
|---|---|
| Maximum | 1364.058 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 271.3 KiB |
Quantile statistics
| Minimum | 1.6333333 |
|---|---|
| 5-th percentile | 66.770515 |
| Q1 | 143.52761 |
| median | 208.87083 |
| Q3 | 295.0036 |
| 95-th percentile | 638.92783 |
| Maximum | 1364.058 |
| Range | 1362.4246 |
| Interquartile range (IQR) | 151.476 |
Descriptive statistics
| Standard deviation | 184.69405 |
|---|---|
| Coefficient of variation (CV) | 0.73572423 |
| Kurtosis | 7.4695899 |
| Mean | 251.03706 |
| Median Absolute Deviation (MAD) | 73.102083 |
| Skewness | 2.4501346 |
| Sum | 3965130.3 |
| Variance | 34111.891 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 177.6916667 | 5 | < 0.1% |
| 70 | 5 | < 0.1% |
| 76.14166667 | 5 | < 0.1% |
| 10.20125571 | 4 | < 0.1% |
| 32.85 | 4 | < 0.1% |
| 61.44084831 | 4 | < 0.1% |
| 21.35288167 | 4 | < 0.1% |
| 175.5405088 | 4 | < 0.1% |
| 77.69166667 | 4 | < 0.1% |
| 29.8411719 | 4 | < 0.1% |
| Other values (15305) | 15752 | |
| (Missing) | 18911 |
| Value | Count | Frequency (%) |
| 1.633333333 | 1 | < 0.1% |
| 1.933333333 | 2 | |
| 3.1 | 1 | < 0.1% |
| 3.433333333 | 2 | |
| 3.583333333 | 2 | |
| 3.9 | 2 | |
| 4 | 1 | < 0.1% |
| 4.333413872 | 3 | |
| 4.816666667 | 1 | < 0.1% |
| 4.85 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1364.057973 | 1 | |
| 1329.548283 | 1 | |
| 1311.631716 | 1 | |
| 1302.373456 | 1 | |
| 1291.799965 | 1 | |
| 1290.447028 | 1 | |
| 1285.600856 | 1 | |
| 1281.666667 | 1 | |
| 1276.56 | 1 | |
| 1268.251341 | 1 |
loc_home_dur
Real number (ℝ)
ZEROS 
| Distinct | 27578 |
|---|---|
| Distinct (%) | 79.8% |
| Missing | 157 |
| Missing (%) | 0.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 9.751511 |
| Minimum | 0 |
|---|---|
| Maximum | 23.981444 |
| Zeros | 6787 |
| Zeros (%) | 19.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 271.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 3.7496944 |
| median | 10.752083 |
| Q3 | 14.643222 |
| 95-th percentile | 20.089128 |
| Maximum | 23.981444 |
| Range | 23.981444 |
| Interquartile range (IQR) | 10.893528 |
Descriptive statistics
| Standard deviation | 6.6300403 |
|---|---|
| Coefficient of variation (CV) | 0.67989876 |
| Kurtosis | -1.0317415 |
| Mean | 9.751511 |
| Median Absolute Deviation (MAD) | 4.78625 |
| Skewness | -0.12397822 |
| Sum | 336904.95 |
| Variance | 43.957434 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 6787 | 19.6% |
| 0.05 | 4 | < 0.1% |
| 3.020305556 | 4 | < 0.1% |
| 0.1704258611 | 4 | < 0.1% |
| 0.1705490556 | 4 | < 0.1% |
| 1.673934389 | 4 | < 0.1% |
| 1.2495 | 3 | < 0.1% |
| 9.223555556 | 3 | < 0.1% |
| 2.249889 | 3 | < 0.1% |
| 3.044055556 | 3 | < 0.1% |
| Other values (27568) | 27730 | |
| (Missing) | 157 | 0.5% |
| Value | Count | Frequency (%) |
| 0 | 6787 | |
| 0.01666666667 | 1 | < 0.1% |
| 0.03327777778 | 1 | < 0.1% |
| 0.03330555556 | 1 | < 0.1% |
| 0.03375155556 | 1 | < 0.1% |
| 0.03380461111 | 1 | < 0.1% |
| 0.03447222222 | 2 | < 0.1% |
| 0.03658333333 | 1 | < 0.1% |
| 0.03944444444 | 1 | < 0.1% |
| 0.03961111111 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 23.98144444 | 1 | |
| 23.97108333 | 1 | |
| 23.97080556 | 1 | |
| 23.9443585 | 1 | |
| 23.93147222 | 1 | |
| 23.92102778 | 1 | |
| 23.90494444 | 1 | |
| 23.90466667 | 1 | |
| 23.90455556 | 1 | |
| 23.90455556 | 1 |
loc_workout_dur
Real number (ℝ)
ZEROS 
| Distinct | 6538 |
|---|---|
| Distinct (%) | 18.9% |
| Missing | 157 |
| Missing (%) | 0.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.15353227 |
| Minimum | 0 |
|---|---|
| Maximum | 14.685222 |
| Zeros | 25384 |
| Zeros (%) | 73.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 271.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0.066666667 |
| 95-th percentile | 0.87479444 |
| Maximum | 14.685222 |
| Range | 14.685222 |
| Interquartile range (IQR) | 0.066666667 |
Descriptive statistics
| Standard deviation | 0.46047347 |
|---|---|
| Coefficient of variation (CV) | 2.9991966 |
| Kurtosis | 104.85233 |
| Mean | 0.15353227 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 7.1917398 |
| Sum | 5304.3864 |
| Variance | 0.21203582 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 25384 | |
| 0.06666666667 | 70 | 0.2% |
| 0.05 | 67 | 0.2% |
| 0.1166944444 | 60 | 0.2% |
| 0.08333333333 | 53 | 0.2% |
| 0.06669444444 | 51 | 0.1% |
| 0.1 | 41 | 0.1% |
| 0.15 | 38 | 0.1% |
| 0.08336111111 | 38 | 0.1% |
| 0.06663888889 | 37 | 0.1% |
| Other values (6528) | 8710 | 25.1% |
| (Missing) | 157 | 0.5% |
| Value | Count | Frequency (%) |
| 0 | 25384 | |
| 0.01666716667 | 1 | < 0.1% |
| 0.03319444444 | 1 | < 0.1% |
| 0.03325 | 1 | < 0.1% |
| 0.03333333333 | 1 | < 0.1% |
| 0.03336111111 | 1 | < 0.1% |
| 0.03391666667 | 2 | < 0.1% |
| 0.03444444444 | 1 | < 0.1% |
| 0.03452777778 | 2 | < 0.1% |
| 0.03469444444 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 14.68522222 | 1 | |
| 12.69905556 | 1 | |
| 12.44058333 | 1 | |
| 10.28533333 | 1 | |
| 10.06680556 | 1 | |
| 8.640944444 | 1 | |
| 6.978666667 | 1 | |
| 6.862111111 | 1 | |
| 6.428333333 | 1 | |
| 6.181055556 | 1 |
act_in_vehicle_ep_0
Real number (ℝ)
ZEROS 
| Distinct | 23471 |
|---|---|
| Distinct (%) | 67.6% |
| Missing | 4 |
| Missing (%) | < 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2172.9635 |
| Minimum | 0 |
|---|---|
| Maximum | 25374.3 |
| Zeros | 1811 |
| Zeros (%) | 5.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 271.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 288 |
| median | 1403.3 |
| Q3 | 3344.65 |
| 95-th percentile | 6762.61 |
| Maximum | 25374.3 |
| Range | 25374.3 |
| Interquartile range (IQR) | 3056.65 |
Descriptive statistics
| Standard deviation | 2387.247 |
|---|---|
| Coefficient of variation (CV) | 1.0986135 |
| Kurtosis | 5.4819674 |
| Mean | 2172.9635 |
| Median Absolute Deviation (MAD) | 1259.25 |
| Skewness | 1.8113631 |
| Sum | 75406178 |
| Variance | 5698948.3 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 1811 | 5.2% |
| 19.5 | 19 | 0.1% |
| 1.5 | 17 | < 0.1% |
| 5 | 15 | < 0.1% |
| 32.9 | 14 | < 0.1% |
| 3 | 12 | < 0.1% |
| 8.5 | 12 | < 0.1% |
| 1.6 | 12 | < 0.1% |
| 7.8 | 11 | < 0.1% |
| 18 | 11 | < 0.1% |
| Other values (23461) | 32768 |
| Value | Count | Frequency (%) |
| 0 | 1811 | |
| 0.3 | 3 | < 0.1% |
| 0.4 | 3 | < 0.1% |
| 0.5 | 2 | < 0.1% |
| 0.6 | 2 | < 0.1% |
| 0.6666666667 | 1 | < 0.1% |
| 0.7 | 1 | < 0.1% |
| 0.8 | 4 | < 0.1% |
| 0.9 | 4 | < 0.1% |
| 1 | 4 | < 0.1% |
| Value | Count | Frequency (%) |
| 25374.3 | 1 | |
| 24673.4 | 1 | |
| 24092.2 | 1 | |
| 23886.5 | 1 | |
| 23354.2 | 1 | |
| 22334.4 | 1 | |
| 22123.7 | 1 | |
| 21248 | 1 | |
| 21071.5 | 1 | |
| 20450.9 | 1 |
loc_dist_ep_0
Real number (ℝ)
MISSING  SKEWED 
| Distinct | 29628 |
|---|---|
| Distinct (%) | 98.4% |
| Missing | 4583 |
| Missing (%) | 13.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 164481.14 |
| Minimum | 0 |
|---|---|
| Maximum | 1.4242156 × 108 |
| Zeros | 267 |
| Zeros (%) | 0.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 271.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1159.08 |
| Q1 | 5482.391 |
| median | 22575.538 |
| Q3 | 75181.498 |
| 95-th percentile | 463231.3 |
| Maximum | 1.4242156 × 108 |
| Range | 1.4242156 × 108 |
| Interquartile range (IQR) | 69699.107 |
Descriptive statistics
| Standard deviation | 1867988.4 |
|---|---|
| Coefficient of variation (CV) | 11.356855 |
| Kurtosis | 3493.9396 |
| Mean | 164481.14 |
| Median Absolute Deviation (MAD) | 19557.114 |
| Skewness | 51.107419 |
| Sum | 4.9546653 × 109 |
| Variance | 3.4893807 × 1012 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 267 | 0.8% |
| 417.376509 | 6 | < 0.1% |
| 73.81279146 | 4 | < 0.1% |
| 0.8144253537 | 4 | < 0.1% |
| 9.796842445 | 3 | < 0.1% |
| 9.321555283 | 3 | < 0.1% |
| 11.48979321 | 3 | < 0.1% |
| 137.1731203 | 3 | < 0.1% |
| 2154.098184 | 3 | < 0.1% |
| 4773.407923 | 3 | < 0.1% |
| Other values (29618) | 29824 | |
| (Missing) | 4583 | 13.2% |
| Value | Count | Frequency (%) |
| 0 | 267 | |
| 0.3152189938 | 1 | < 0.1% |
| 0.3699870183 | 2 | < 0.1% |
| 0.3751709523 | 2 | < 0.1% |
| 0.8136327639 | 1 | < 0.1% |
| 0.8144253537 | 4 | < 0.1% |
| 1.032295243 | 2 | < 0.1% |
| 1.124663488 | 1 | < 0.1% |
| 1.371707153 | 1 | < 0.1% |
| 1.413705336 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 142421562.1 | 1 | |
| 142391822.1 | 1 | |
| 142380475.7 | 1 | |
| 55951647.87 | 1 | |
| 55914254.36 | 1 | |
| 42122126.02 | 1 | |
| 42121761.16 | 1 | |
| 42120759.64 | 1 | |
| 41827623.8 | 1 | |
| 41827212.35 | 1 |
loc_social_dur
Real number (ℝ)
ZEROS 
| Distinct | 9585 |
|---|---|
| Distinct (%) | 27.7% |
| Missing | 157 |
| Missing (%) | 0.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.25947381 |
| Minimum | 0 |
|---|---|
| Maximum | 10.9825 |
| Zeros | 21578 |
| Zeros (%) | 62.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 271.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0.24334322 |
| 95-th percentile | 1.32685 |
| Maximum | 10.9825 |
| Range | 10.9825 |
| Interquartile range (IQR) | 0.24334322 |
Descriptive statistics
| Standard deviation | 0.64604107 |
|---|---|
| Coefficient of variation (CV) | 2.4898123 |
| Kurtosis | 39.823544 |
| Mean | 0.25947381 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 5.180178 |
| Sum | 8964.5605 |
| Variance | 0.41736906 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 21578 | |
| 0.05 | 162 | 0.5% |
| 0.06666666667 | 81 | 0.2% |
| 0.08333333333 | 73 | 0.2% |
| 0.05002777778 | 67 | 0.2% |
| 0.06669444444 | 67 | 0.2% |
| 0.1 | 55 | 0.2% |
| 0.1000277778 | 46 | 0.1% |
| 0.06663888889 | 44 | 0.1% |
| 0.1166666667 | 36 | 0.1% |
| Other values (9575) | 12340 | |
| (Missing) | 157 | 0.5% |
| Value | Count | Frequency (%) |
| 0 | 21578 | |
| 0.01666666667 | 4 | < 0.1% |
| 0.03430555556 | 1 | < 0.1% |
| 0.03433333333 | 3 | < 0.1% |
| 0.03438888889 | 4 | < 0.1% |
| 0.03444444444 | 1 | < 0.1% |
| 0.0345 | 1 | < 0.1% |
| 0.03463888889 | 1 | < 0.1% |
| 0.03502777778 | 1 | < 0.1% |
| 0.03513888889 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 10.9825 | 1 | |
| 10.34816667 | 1 | |
| 10.00694444 | 1 | |
| 9.961413111 | 1 | |
| 9.357526139 | 1 | |
| 9.043095583 | 1 | |
| 8.75268525 | 1 | |
| 8.336103972 | 1 | |
| 8.220094056 | 1 | |
| 8.083534611 | 1 |
loc_food_dur
Real number (ℝ)
ZEROS 
| Distinct | 14794 |
|---|---|
| Distinct (%) | 42.8% |
| Missing | 157 |
| Missing (%) | 0.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.53576831 |
| Minimum | 0 |
|---|---|
| Maximum | 17.379833 |
| Zeros | 18396 |
| Zeros (%) | 53.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 271.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0.84897222 |
| 95-th percentile | 2.1031294 |
| Maximum | 17.379833 |
| Range | 17.379833 |
| Interquartile range (IQR) | 0.84897222 |
Descriptive statistics
| Standard deviation | 1.0007971 |
|---|---|
| Coefficient of variation (CV) | 1.8679663 |
| Kurtosis | 54.168637 |
| Mean | 0.53576831 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 5.3963185 |
| Sum | 18510.259 |
| Variance | 1.0015949 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 18396 | |
| 0.05 | 46 | 0.1% |
| 0.06666666667 | 28 | 0.1% |
| 0.06669444444 | 24 | 0.1% |
| 0.1166666667 | 21 | 0.1% |
| 0.1666944444 | 20 | 0.1% |
| 0.08333333333 | 19 | 0.1% |
| 0.1166944444 | 16 | < 0.1% |
| 0.08336111111 | 15 | < 0.1% |
| 0.1 | 14 | < 0.1% |
| Other values (14784) | 15950 | |
| (Missing) | 157 | 0.5% |
| Value | Count | Frequency (%) |
| 0 | 18396 | |
| 0.01687447222 | 1 | < 0.1% |
| 0.03288888889 | 2 | < 0.1% |
| 0.03333333333 | 1 | < 0.1% |
| 0.03438888889 | 1 | < 0.1% |
| 0.03502777778 | 1 | < 0.1% |
| 0.03505555556 | 2 | < 0.1% |
| 0.03616666667 | 2 | < 0.1% |
| 0.03691358025 | 1 | < 0.1% |
| 0.037 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 17.37983333 | 1 | |
| 16.19619444 | 1 | |
| 15.93075 | 1 | |
| 15.79025 | 1 | |
| 15.63955556 | 1 | |
| 15.48269444 | 1 | |
| 15.29466667 | 1 | |
| 15.03952778 | 1 | |
| 15.01219444 | 1 | |
| 14.88116667 | 1 |
loc_visit_num_ep_0
Real number (ℝ)
MISSING  ZEROS 
| Distinct | 275 |
|---|---|
| Distinct (%) | 0.9% |
| Missing | 3532 |
| Missing (%) | 10.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.4101619 |
| Minimum | 0 |
|---|---|
| Maximum | 11.3 |
| Zeros | 1479 |
| Zeros (%) | 4.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 271.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.33333333 |
| Q1 | 1.8 |
| median | 3.3 |
| Q3 | 4.9 |
| 95-th percentile | 6.6 |
| Maximum | 11.3 |
| Range | 11.3 |
| Interquartile range (IQR) | 3.1 |
Descriptive statistics
| Standard deviation | 1.9159857 |
|---|---|
| Coefficient of variation (CV) | 0.56184596 |
| Kurtosis | -0.67241027 |
| Mean | 3.4101619 |
| Median Absolute Deviation (MAD) | 1.5 |
| Skewness | 0.21288477 |
| Sum | 106308.39 |
| Variance | 3.6710011 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 1505 | 4.3% |
| 0 | 1479 | 4.3% |
| 1.1 | 700 | 2.0% |
| 1.3 | 619 | 1.8% |
| 4 | 617 | 1.8% |
| 1.2 | 578 | 1.7% |
| 2 | 572 | 1.6% |
| 3 | 547 | 1.6% |
| 3.5 | 540 | 1.6% |
| 3.1 | 532 | 1.5% |
| Other values (265) | 23485 | |
| (Missing) | 3532 | 10.2% |
| Value | Count | Frequency (%) |
| 0 | 1479 | |
| 0.1 | 15 | < 0.1% |
| 0.1111111111 | 4 | < 0.1% |
| 0.125 | 3 | < 0.1% |
| 0.1428571429 | 2 | < 0.1% |
| 0.1666666667 | 6 | < 0.1% |
| 0.2 | 14 | < 0.1% |
| 0.2222222222 | 3 | < 0.1% |
| 0.25 | 20 | 0.1% |
| 0.2857142857 | 3 | < 0.1% |
| Value | Count | Frequency (%) |
| 11.3 | 2 | |
| 11.2 | 2 | |
| 11 | 2 | |
| 10.9 | 2 | |
| 10.8 | 1 | < 0.1% |
| 10.5 | 2 | |
| 10.3 | 2 | |
| 10.2 | 3 | |
| 10.1 | 2 | |
| 10 | 1 | < 0.1% |
loc_social_unlock_duration
Real number (ℝ)
MISSING  ZEROS 
| Distinct | 10681 |
|---|---|
| Distinct (%) | 82.3% |
| Missing | 21735 |
| Missing (%) | 62.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 9.2636644 |
| Minimum | 0 |
|---|---|
| Maximum | 60 |
| Zeros | 626 |
| Zeros (%) | 1.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 271.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.00083368085 |
| Q1 | 4.0627177 |
| median | 7.6685142 |
| Q3 | 12.516475 |
| 95-th percentile | 23.734848 |
| Maximum | 60 |
| Range | 60 |
| Interquartile range (IQR) | 8.4537569 |
Descriptive statistics
| Standard deviation | 7.6912288 |
|---|---|
| Coefficient of variation (CV) | 0.83025771 |
| Kurtosis | 5.5910691 |
| Mean | 9.2636644 |
| Median Absolute Deviation (MAD) | 4.0826301 |
| Skewness | 1.8162216 |
| Sum | 120158.99 |
| Variance | 59.155 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 626 | 1.8% |
| 4.400680187 | 6 | < 0.1% |
| 5.872907987 | 5 | < 0.1% |
| 3.585884125 | 5 | < 0.1% |
| 10.21287373 | 5 | < 0.1% |
| 8.694214784 | 5 | < 0.1% |
| 4.809586391 | 5 | < 0.1% |
| 16.55728423 | 5 | < 0.1% |
| 0.1449854106 | 5 | < 0.1% |
| 0.001249479384 | 5 | < 0.1% |
| Other values (10671) | 12299 | |
| (Missing) | 21735 |
| Value | Count | Frequency (%) |
| 0 | 626 | |
| 0.0002499791684 | 1 | < 0.1% |
| 0.00025 | 1 | < 0.1% |
| 0.0003333333333 | 1 | < 0.1% |
| 0.0003571428571 | 2 | < 0.1% |
| 0.0003571853792 | 1 | < 0.1% |
| 0.0004159733777 | 2 | < 0.1% |
| 0.0004161464836 | 1 | < 0.1% |
| 0.0004168982768 | 1 | < 0.1% |
| 0.0004544765945 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 60 | 5 | |
| 59.89777462 | 1 | < 0.1% |
| 59.35395315 | 1 | < 0.1% |
| 58.78488661 | 1 | < 0.1% |
| 57.57045991 | 1 | < 0.1% |
| 55.95076651 | 1 | < 0.1% |
| 55.94095002 | 1 | < 0.1% |
| 55.88306667 | 1 | < 0.1% |
| 55.78042494 | 2 | < 0.1% |
| 55.5412669 | 1 | < 0.1% |
loc_food_unlock_duration
Real number (ℝ)
MISSING  ZEROS 
| Distinct | 14766 |
|---|---|
| Distinct (%) | 91.4% |
| Missing | 18553 |
| Missing (%) | 53.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 9.0076985 |
| Minimum | 0 |
|---|---|
| Maximum | 60 |
| Zeros | 694 |
| Zeros (%) | 2.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 271.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.132072 |
| Q1 | 4.2926623 |
| median | 7.5210643 |
| Q3 | 11.962121 |
| 95-th percentile | 21.994185 |
| Maximum | 60 |
| Range | 60 |
| Interquartile range (IQR) | 7.6694587 |
Descriptive statistics
| Standard deviation | 7.0941698 |
|---|---|
| Coefficient of variation (CV) | 0.78756742 |
| Kurtosis | 5.4102034 |
| Mean | 9.0076985 |
| Median Absolute Deviation (MAD) | 3.6650697 |
| Skewness | 1.8218611 |
| Sum | 145501.35 |
| Variance | 50.327246 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 694 | 2.0% |
| 0.001666666667 | 5 | < 0.1% |
| 2.210433882 | 4 | < 0.1% |
| 13.63873434 | 4 | < 0.1% |
| 3.139187549 | 4 | < 0.1% |
| 2.876171431 | 4 | < 0.1% |
| 33.79034303 | 4 | < 0.1% |
| 3.224869838 | 4 | < 0.1% |
| 18.69403 | 4 | < 0.1% |
| 4.635099505 | 4 | < 0.1% |
| Other values (14756) | 15422 | |
| (Missing) | 18553 |
| Value | Count | Frequency (%) |
| 0 | 694 | |
| 0.0002380385622 | 1 | < 0.1% |
| 0.0002470355731 | 1 | < 0.1% |
| 0.0002542803865 | 1 | < 0.1% |
| 0.0002774694784 | 1 | < 0.1% |
| 0.000322962644 | 1 | < 0.1% |
| 0.0003332963004 | 1 | < 0.1% |
| 0.0003335557038 | 1 | < 0.1% |
| 0.0004168982768 | 2 | < 0.1% |
| 0.0004544536457 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 60 | 2 | |
| 55.67813235 | 1 | |
| 55.33074752 | 1 | |
| 54.91969954 | 1 | |
| 53.22626606 | 1 | |
| 53.20917464 | 1 | |
| 53.12746059 | 1 | |
| 53.05245764 | 1 | |
| 52.94773165 | 1 | |
| 52.74420526 | 1 |
loc_social_unlock_num
Real number (ℝ)
MISSING  ZEROS 
| Distinct | 10099 |
|---|---|
| Distinct (%) | 77.9% |
| Missing | 21735 |
| Missing (%) | 62.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7.9602969 |
| Minimum | 0 |
|---|---|
| Maximum | 87 |
| Zeros | 626 |
| Zeros (%) | 1.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 271.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.42857143 |
| Q1 | 4.1859341 |
| median | 6.6666667 |
| Q3 | 10.232554 |
| 95-th percentile | 19.468122 |
| Maximum | 87 |
| Range | 87 |
| Interquartile range (IQR) | 6.0466195 |
Descriptive statistics
| Standard deviation | 6.0621467 |
|---|---|
| Coefficient of variation (CV) | 0.76154781 |
| Kurtosis | 9.2952655 |
| Mean | 7.9602969 |
| Median Absolute Deviation (MAD) | 2.8873806 |
| Skewness | 2.1248273 |
| Sum | 103253.01 |
| Variance | 36.749622 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 626 | 1.8% |
| 6 | 60 | 0.2% |
| 4 | 41 | 0.1% |
| 2 | 25 | 0.1% |
| 8 | 21 | 0.1% |
| 12 | 20 | 0.1% |
| 10 | 20 | 0.1% |
| 3 | 17 | < 0.1% |
| 3.997779012 | 17 | < 0.1% |
| 2.4 | 14 | < 0.1% |
| Other values (10089) | 12110 | |
| (Missing) | 21735 |
| Value | Count | Frequency (%) |
| 0 | 626 | |
| 0.2182876546 | 1 | < 0.1% |
| 0.2307988204 | 1 | < 0.1% |
| 0.2392026578 | 1 | < 0.1% |
| 0.250034727 | 2 | < 0.1% |
| 0.2944671754 | 1 | < 0.1% |
| 0.299550674 | 1 | < 0.1% |
| 0.2999750021 | 1 | < 0.1% |
| 0.3 | 1 | < 0.1% |
| 0.300150075 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 87 | 1 | |
| 65.28127745 | 1 | |
| 64 | 1 | |
| 56.71069753 | 1 | |
| 56.59090909 | 1 | |
| 56 | 1 | |
| 55.07883705 | 1 | |
| 51.98555957 | 2 | |
| 49.51421354 | 1 | |
| 49.04001199 | 1 |
loc_food_unlock_num
Real number (ℝ)
MISSING  ZEROS 
| Distinct | 14580 |
|---|---|
| Distinct (%) | 90.3% |
| Missing | 18553 |
| Missing (%) | 53.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7.5376589 |
| Minimum | 0 |
|---|---|
| Maximum | 72.015153 |
| Zeros | 694 |
| Zeros (%) | 2.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 271.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.85714286 |
| Q1 | 4.2777235 |
| median | 6.6278867 |
| Q3 | 9.7137298 |
| 95-th percentile | 17.147977 |
| Maximum | 72.015153 |
| Range | 72.015153 |
| Interquartile range (IQR) | 5.4360064 |
Descriptive statistics
| Standard deviation | 5.1047525 |
|---|---|
| Coefficient of variation (CV) | 0.67723315 |
| Kurtosis | 7.0861663 |
| Mean | 7.5376589 |
| Median Absolute Deviation (MAD) | 2.627746 |
| Skewness | 1.7103021 |
| Sum | 121755.8 |
| Variance | 26.058498 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 694 | 2.0% |
| 6 | 12 | < 0.1% |
| 4 | 9 | < 0.1% |
| 2 | 9 | < 0.1% |
| 8 | 9 | < 0.1% |
| 1.49937526 | 7 | < 0.1% |
| 14 | 7 | < 0.1% |
| 4.5 | 6 | < 0.1% |
| 1.998889506 | 6 | < 0.1% |
| 4.498125781 | 5 | < 0.1% |
| Other values (14570) | 15389 | |
| (Missing) | 18553 |
| Value | Count | Frequency (%) |
| 0 | 694 | |
| 0.08823096907 | 2 | < 0.1% |
| 0.1999666722 | 1 | < 0.1% |
| 0.2307988204 | 1 | < 0.1% |
| 0.2856462747 | 1 | < 0.1% |
| 0.2964426877 | 1 | < 0.1% |
| 0.2969337941 | 1 | < 0.1% |
| 0.3003003003 | 1 | < 0.1% |
| 0.3051364638 | 1 | < 0.1% |
| 0.3157833242 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 72.01515319 | 2 | |
| 52.9826534 | 1 | |
| 48.87651891 | 1 | |
| 45.42630843 | 1 | |
| 44.64696083 | 1 | |
| 42.38261284 | 1 | |
| 39.12778613 | 1 | |
| 38.15586765 | 1 | |
| 36.50716222 | 1 | |
| 36.22642651 | 1 |
loc_social_still
Real number (ℝ)
MISSING 
| Distinct | 11181 |
|---|---|
| Distinct (%) | 86.2% |
| Missing | 21735 |
| Missing (%) | 62.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 43.046375 |
| Minimum | 0.15022534 |
|---|---|
| Maximum | 59.997264 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 271.3 KiB |
Quantile statistics
| Minimum | 0.15022534 |
|---|---|
| 5-th percentile | 24.241691 |
| Q1 | 37.046742 |
| median | 44.35616 |
| Q3 | 50.305566 |
| 95-th percentile | 59.025406 |
| Maximum | 59.997264 |
| Range | 59.847039 |
| Interquartile range (IQR) | 13.258825 |
Descriptive statistics
| Standard deviation | 10.348318 |
|---|---|
| Coefficient of variation (CV) | 0.24039929 |
| Kurtosis | 0.95220226 |
| Mean | 43.046375 |
| Median Absolute Deviation (MAD) | 6.5279884 |
| Skewness | -0.8036675 |
| Sum | 558354.53 |
| Variance | 107.08768 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 59.96666667 | 10 | < 0.1% |
| 59.97501041 | 9 | < 0.1% |
| 38.53333333 | 7 | < 0.1% |
| 23.45977491 | 6 | < 0.1% |
| 59.98000666 | 6 | < 0.1% |
| 46.62220321 | 5 | < 0.1% |
| 37.04043351 | 5 | < 0.1% |
| 27.59839893 | 5 | < 0.1% |
| 59.97498958 | 5 | < 0.1% |
| 41.74732531 | 5 | < 0.1% |
| Other values (11171) | 12908 | |
| (Missing) | 21735 |
| Value | Count | Frequency (%) |
| 0.150225338 | 1 | < 0.1% |
| 0.3058445025 | 5 | |
| 0.6833333333 | 1 | < 0.1% |
| 0.9496043315 | 2 | < 0.1% |
| 1.075 | 1 | < 0.1% |
| 1.082130966 | 1 | < 0.1% |
| 1.2 | 2 | < 0.1% |
| 1.519350215 | 1 | < 0.1% |
| 1.616666667 | 1 | < 0.1% |
| 1.7125 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 59.9972639 | 3 | |
| 59.9958342 | 2 | |
| 59.99512274 | 1 | < 0.1% |
| 59.99497277 | 1 | < 0.1% |
| 59.9947373 | 2 | |
| 59.99460361 | 1 | < 0.1% |
| 59.99444496 | 1 | < 0.1% |
| 59.99401795 | 1 | < 0.1% |
| 59.99375098 | 1 | < 0.1% |
| 59.99375065 | 3 |
loc_food_still
Real number (ℝ)
MISSING 
| Distinct | 15400 |
|---|---|
| Distinct (%) | 95.3% |
| Missing | 18553 |
| Missing (%) | 53.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 44.963333 |
| Minimum | 3.5081967 |
|---|---|
| Maximum | 59.996624 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 271.3 KiB |
Quantile statistics
| Minimum | 3.5081967 |
|---|---|
| 5-th percentile | 30.990209 |
| Q1 | 40.077474 |
| median | 45.663129 |
| Q3 | 50.610687 |
| 95-th percentile | 58.058801 |
| Maximum | 59.996624 |
| Range | 56.488427 |
| Interquartile range (IQR) | 10.533213 |
Descriptive statistics
| Standard deviation | 8.2234008 |
|---|---|
| Coefficient of variation (CV) | 0.18289127 |
| Kurtosis | 1.1761166 |
| Mean | 44.963333 |
| Median Absolute Deviation (MAD) | 5.2117262 |
| Skewness | -0.66955149 |
| Sum | 726292.71 |
| Variance | 67.624321 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 59.97501041 | 6 | < 0.1% |
| 30.63259968 | 4 | < 0.1% |
| 44.74972191 | 4 | < 0.1% |
| 46.93 | 4 | < 0.1% |
| 59.96666667 | 4 | < 0.1% |
| 18.77698842 | 4 | < 0.1% |
| 42.72087546 | 4 | < 0.1% |
| 59.97496871 | 4 | < 0.1% |
| 51.23845195 | 4 | < 0.1% |
| 55.87110868 | 4 | < 0.1% |
| Other values (15390) | 16111 | |
| (Missing) | 18553 |
| Value | Count | Frequency (%) |
| 3.508196721 | 1 | |
| 4.264297612 | 1 | |
| 4.380366915 | 1 | |
| 4.625 | 2 | |
| 5.036319613 | 1 | |
| 5.370165746 | 1 | |
| 6.147438567 | 1 | |
| 6.866666667 | 1 | |
| 6.891891892 | 2 | |
| 7.206703911 | 1 |
| Value | Count | Frequency (%) |
| 59.99662371 | 1 | |
| 59.9947373 | 2 | |
| 59.99285672 | 2 | |
| 59.99248779 | 2 | |
| 59.99230769 | 1 | |
| 59.99142857 | 1 | |
| 59.99091184 | 1 | |
| 59.99064984 | 1 | |
| 59.99050846 | 1 | |
| 59.99030334 | 1 |
act_running_ep_0_plus_act_walking_ep_0
Real number (ℝ)
ZEROS 
| Distinct | 25367 |
|---|---|
| Distinct (%) | 73.1% |
| Missing | 4 |
| Missing (%) | < 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 8853.9435 |
| Minimum | 0 |
|---|---|
| Maximum | 43029.5 |
| Zeros | 7479 |
| Zeros (%) | 21.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 271.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 3983 |
| median | 9494.1 |
| Q3 | 13267.45 |
| 95-th percentile | 18520.345 |
| Maximum | 43029.5 |
| Range | 43029.5 |
| Interquartile range (IQR) | 9284.45 |
Descriptive statistics
| Standard deviation | 6157.9781 |
|---|---|
| Coefficient of variation (CV) | 0.69550682 |
| Kurtosis | -0.7128497 |
| Mean | 8853.9435 |
| Median Absolute Deviation (MAD) | 4248.25 |
| Skewness | 0.023173334 |
| Sum | 3.0724955 × 108 |
| Variance | 37920695 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 7479 | 21.5% |
| 11853.4 | 4 | < 0.1% |
| 13226.2 | 4 | < 0.1% |
| 11695.9 | 4 | < 0.1% |
| 10737.7 | 4 | < 0.1% |
| 11788.3 | 4 | < 0.1% |
| 13702 | 4 | < 0.1% |
| 12251.2 | 4 | < 0.1% |
| 14201 | 4 | < 0.1% |
| 12287.4 | 3 | < 0.1% |
| Other values (25357) | 27188 | |
| (Missing) | 4 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 7479 | |
| 0.5 | 1 | < 0.1% |
| 0.5714285714 | 1 | < 0.1% |
| 0.9 | 1 | < 0.1% |
| 1.333333333 | 2 | < 0.1% |
| 1.571428571 | 1 | < 0.1% |
| 1.666666667 | 1 | < 0.1% |
| 3.833333333 | 1 | < 0.1% |
| 5.9 | 1 | < 0.1% |
| 7 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 43029.5 | 1 | |
| 32758.1 | 1 | |
| 32734.5 | 1 | |
| 32095.9 | 1 | |
| 32066.1 | 1 | |
| 31683.75 | 1 | |
| 31503 | 1 | |
| 30850.7 | 1 | |
| 30841 | 1 | |
| 30607.9 | 1 |
loc_social_dur_plus_loc_food_dur
Real number (ℝ)
ZEROS 
| Distinct | 15229 |
|---|---|
| Distinct (%) | 44.1% |
| Missing | 157 |
| Missing (%) | 0.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.79524211 |
| Minimum | 0 |
|---|---|
| Maximum | 18.871861 |
| Zeros | 18238 |
| Zeros (%) | 52.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 271.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 1.1855833 |
| 95-th percentile | 3.269146 |
| Maximum | 18.871861 |
| Range | 18.871861 |
| Interquartile range (IQR) | 1.1855833 |
Descriptive statistics
| Standard deviation | 1.4832008 |
|---|---|
| Coefficient of variation (CV) | 1.8650933 |
| Kurtosis | 26.750526 |
| Mean | 0.79524211 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 4.1012815 |
| Sum | 27474.82 |
| Variance | 2.1998845 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 18238 | |
| 0.05 | 38 | 0.1% |
| 0.1 | 21 | 0.1% |
| 0.06666666667 | 19 | 0.1% |
| 0.1666944444 | 18 | 0.1% |
| 0.08333333333 | 18 | 0.1% |
| 0.06669444444 | 17 | < 0.1% |
| 0.1166666667 | 15 | < 0.1% |
| 0.1166944444 | 14 | < 0.1% |
| 0.08336111111 | 14 | < 0.1% |
| Other values (15219) | 16137 | |
| (Missing) | 157 | 0.5% |
| Value | Count | Frequency (%) |
| 0 | 18238 | |
| 0.01687447222 | 1 | < 0.1% |
| 0.03288888889 | 2 | < 0.1% |
| 0.03333333333 | 1 | < 0.1% |
| 0.03438888889 | 1 | < 0.1% |
| 0.03505555556 | 2 | < 0.1% |
| 0.03616666667 | 2 | < 0.1% |
| 0.03691358025 | 1 | < 0.1% |
| 0.037 | 1 | < 0.1% |
| 0.03763888889 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 18.87186111 | 1 | |
| 17.45444525 | 1 | |
| 17.37983333 | 1 | |
| 17.30280556 | 1 | |
| 17.23944444 | 1 | |
| 17.19877292 | 1 | |
| 16.61297222 | 1 | |
| 16.59935728 | 1 | |
| 16.39552106 | 1 | |
| 16.35594444 | 1 |
loc_social_unlock_duration_plus_loc_food_unlock_duration
Real number (ℝ)
MISSING  ZEROS 
| Distinct | 12051 |
|---|---|
| Distinct (%) | 94.1% |
| Missing | 21893 |
| Missing (%) | 63.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 18.262271 |
| Minimum | 0 |
|---|---|
| Maximum | 111.01232 |
| Zeros | 488 |
| Zeros (%) | 1.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 271.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1.7573766 |
| Q1 | 9.5632145 |
| median | 15.659121 |
| Q3 | 23.98226 |
| 95-th percentile | 42.31483 |
| Maximum | 111.01232 |
| Range | 111.01232 |
| Interquartile range (IQR) | 14.419045 |
Descriptive statistics
| Standard deviation | 13.146578 |
|---|---|
| Coefficient of variation (CV) | 0.71987644 |
| Kurtosis | 5.612933 |
| Mean | 18.262271 |
| Median Absolute Deviation (MAD) | 6.8825456 |
| Skewness | 1.7571063 |
| Sum | 233994.47 |
| Variance | 172.83252 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 488 | 1.4% |
| 67.58068606 | 4 | < 0.1% |
| 22.80935972 | 3 | < 0.1% |
| 15.20585875 | 3 | < 0.1% |
| 8.632920806 | 3 | < 0.1% |
| 6.202359696 | 3 | < 0.1% |
| 9.631693853 | 3 | < 0.1% |
| 11.30765981 | 3 | < 0.1% |
| 12.2558594 | 3 | < 0.1% |
| 11.0804495 | 3 | < 0.1% |
| Other values (12041) | 12297 | |
| (Missing) | 21893 |
| Value | Count | Frequency (%) |
| 0 | 488 | |
| 0.0005832754688 | 1 | < 0.1% |
| 0.0006934428561 | 1 | < 0.1% |
| 0.001080368906 | 1 | < 0.1% |
| 0.001248959201 | 1 | < 0.1% |
| 0.001850361296 | 1 | < 0.1% |
| 0.002448271888 | 1 | < 0.1% |
| 0.002498958767 | 1 | < 0.1% |
| 0.002504173623 | 2 | < 0.1% |
| 0.002857142857 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 111.0123181 | 1 | |
| 106.2549212 | 1 | |
| 105 | 1 | |
| 104.9695478 | 1 | |
| 104.9624468 | 1 | |
| 104.4065027 | 1 | |
| 102.4643149 | 1 | |
| 101.749634 | 1 | |
| 101.5340972 | 1 | |
| 101.0911477 | 1 |
loc_social_unlock_num_plus_loc_food_unlock_num
Real number (ℝ)
MISSING  ZEROS 
| Distinct | 12041 |
|---|---|
| Distinct (%) | 94.0% |
| Missing | 21893 |
| Missing (%) | 63.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 15.501724 |
| Minimum | 0 |
|---|---|
| Maximum | 116.53621 |
| Zeros | 488 |
| Zeros (%) | 1.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 271.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 2.4511021 |
| Q1 | 8.9240836 |
| median | 13.488781 |
| Q3 | 19.690134 |
| 95-th percentile | 35.275748 |
| Maximum | 116.53621 |
| Range | 116.53621 |
| Interquartile range (IQR) | 10.76605 |
Descriptive statistics
| Standard deviation | 10.33105 |
|---|---|
| Coefficient of variation (CV) | 0.66644523 |
| Kurtosis | 5.8788897 |
| Mean | 15.501724 |
| Median Absolute Deviation (MAD) | 5.1449554 |
| Skewness | 1.7412343 |
| Sum | 198623.59 |
| Variance | 106.7306 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 488 | 1.4% |
| 2.998750521 | 4 | < 0.1% |
| 12 | 4 | < 0.1% |
| 23.60583501 | 4 | < 0.1% |
| 4 | 4 | < 0.1% |
| 16 | 4 | < 0.1% |
| 18.75775591 | 3 | < 0.1% |
| 15.55941592 | 3 | < 0.1% |
| 6.681657536 | 3 | < 0.1% |
| 22.54280945 | 3 | < 0.1% |
| Other values (12031) | 12293 | |
| (Missing) | 21893 |
| Value | Count | Frequency (%) |
| 0 | 488 | |
| 0.4345522985 | 1 | < 0.1% |
| 0.4615976407 | 1 | < 0.1% |
| 0.610860825 | 1 | < 0.1% |
| 0.611710942 | 1 | < 0.1% |
| 0.6700685222 | 1 | < 0.1% |
| 0.6999305626 | 1 | < 0.1% |
| 0.8321314273 | 1 | < 0.1% |
| 0.8505837123 | 1 | < 0.1% |
| 0.8736580183 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 116.5362144 | 1 | |
| 108.9826534 | 1 | |
| 96.16405622 | 1 | |
| 89.56124241 | 1 | |
| 88.16779811 | 1 | |
| 87.8783296 | 1 | |
| 85.0130825 | 1 | |
| 84.76522568 | 1 | |
| 83.3837672 | 1 | |
| 82.89742985 | 1 |
loc_social_still_plus_loc_food_still
Real number (ℝ)
MISSING 
| Distinct | 12527 |
|---|---|
| Distinct (%) | 97.8% |
| Missing | 21893 |
| Missing (%) | 63.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 88.11687 |
| Minimum | 9.25 |
|---|---|
| Maximum | 119.98947 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 271.3 KiB |
Quantile statistics
| Minimum | 9.25 |
|---|---|
| 5-th percentile | 59.708762 |
| Q1 | 78.140865 |
| median | 89.620535 |
| Q3 | 98.98401 |
| 95-th percentile | 113.277 |
| Maximum | 119.98947 |
| Range | 110.73947 |
| Interquartile range (IQR) | 20.843145 |
Descriptive statistics
| Standard deviation | 16.264549 |
|---|---|
| Coefficient of variation (CV) | 0.18457928 |
| Kurtosis | 0.7007249 |
| Mean | 88.11687 |
| Median Absolute Deviation (MAD) | 10.333419 |
| Skewness | -0.50761046 |
| Sum | 1129041.4 |
| Variance | 264.53555 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 42.42622951 | 4 | < 0.1% |
| 99.11082248 | 3 | < 0.1% |
| 103.577807 | 3 | < 0.1% |
| 89.39682889 | 3 | < 0.1% |
| 91.51461009 | 3 | < 0.1% |
| 75.65994963 | 3 | < 0.1% |
| 91.42767429 | 3 | < 0.1% |
| 41.38300751 | 3 | < 0.1% |
| 32.51212034 | 3 | < 0.1% |
| 74.68912653 | 3 | < 0.1% |
| Other values (12517) | 12782 | |
| (Missing) | 21893 |
| Value | Count | Frequency (%) |
| 9.25 | 2 | |
| 10.11622825 | 1 | |
| 12.29487713 | 1 | |
| 13.67585752 | 1 | |
| 16.78531702 | 1 | |
| 17.41982156 | 1 | |
| 18.02159249 | 1 | |
| 18.0672994 | 2 | |
| 19.92716018 | 1 | |
| 20.022116 | 1 |
| Value | Count | Frequency (%) |
| 119.9894746 | 2 | |
| 119.9886909 | 2 | |
| 119.9825235 | 1 | |
| 119.982339 | 1 | |
| 119.9815993 | 1 | |
| 119.9800645 | 1 | |
| 119.9793505 | 1 | |
| 119.9788286 | 1 | |
| 119.9785113 | 1 | |
| 119.9783486 | 1 |
| uid | gender | race | cohort_year | is_ios | day_survey | act_on_foot_ep_0 | act_running_ep_0 | act_walking_ep_0 | loc_study_still | loc_study_dur | loc_study_product | loc_home_dur | loc_workout_dur | act_in_vehicle_ep_0 | loc_dist_ep_0 | loc_social_dur | loc_food_dur | loc_visit_num_ep_0 | loc_social_unlock_duration | loc_food_unlock_duration | loc_social_unlock_num | loc_food_unlock_num | loc_social_still | loc_food_still | act_running_ep_0_plus_act_walking_ep_0 | loc_social_dur_plus_loc_food_dur | loc_social_unlock_duration_plus_loc_food_unlock_duration | loc_social_unlock_num_plus_loc_food_unlock_num | loc_social_still_plus_loc_food_still | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 3569e2f520db9014b4acc4227a6421c1 | both | white | 2017.0 | 0 | 2017-09-09 | 4167.000000 | 0.0 | 0.0 | NaN | NaN | NaN | NaN | NaN | 561.000000 | 2767.287472 | NaN | NaN | 6.0 | NaN | NaN | NaN | NaN | NaN | NaN | 0.0 | NaN | NaN | NaN | NaN |
| 1 | 3569e2f520db9014b4acc4227a6421c1 | both | white | 2017.0 | 0 | 2017-09-10 | 3330.500000 | 0.0 | 0.0 | NaN | NaN | NaN | NaN | NaN | 694.500000 | 2737.717474 | NaN | NaN | 4.5 | NaN | NaN | NaN | NaN | NaN | NaN | 0.0 | NaN | NaN | NaN | NaN |
| 2 | 3569e2f520db9014b4acc4227a6421c1 | both | white | 2017.0 | 0 | 2017-09-14 | 4133.833333 | 0.0 | 0.0 | 43.798040 | 5.671473 | 248.695409 | 14.160718 | 0.710007 | 483.166667 | 5548.611830 | 0.168461 | 1.728298 | 5.5 | 49.946047 | 20.857042 | 7.914810 | 6.732728 | 54.327396 | 40.482211 | 0.0 | 1.896759 | 70.803089 | 14.647538 | 94.809606 |
| 3 | 3569e2f520db9014b4acc4227a6421c1 | both | white | 2017.0 | 0 | 2017-09-18 | 4027.800000 | 0.0 | 0.0 | 47.140395 | 4.395330 | 235.183032 | 14.969109 | 1.645656 | 357.500000 | 7865.060548 | 0.193738 | 1.129764 | 5.5 | 32.983223 | 21.201233 | 7.483556 | 7.783624 | 54.479178 | 40.191223 | 0.0 | 1.323502 | 54.184457 | 15.267179 | 94.670401 |
| 4 | 3569e2f520db9014b4acc4227a6421c1 | both | white | 2017.0 | 0 | 2017-09-22 | 4235.800000 | 0.0 | 0.0 | 41.431188 | 4.228635 | 191.890062 | 15.282254 | 1.636484 | 308.000000 | 8556.029342 | 0.783398 | 1.191744 | 6.0 | 17.698977 | 21.172808 | 5.229323 | 6.599758 | 39.829428 | 36.104559 | 0.0 | 1.975143 | 38.871785 | 11.829080 | 75.933988 |
| 5 | 3569e2f520db9014b4acc4227a6421c1 | both | white | 2017.0 | 0 | 2017-09-24 | 4344.200000 | 0.0 | 0.0 | 40.655369 | 3.687871 | 184.291887 | 13.416502 | 1.811246 | 713.300000 | 14766.231452 | 0.732860 | 1.072937 | 6.4 | 11.249563 | 16.992052 | 4.692225 | 6.126277 | 36.929835 | 36.726337 | 0.0 | 1.805797 | 28.241616 | 10.818502 | 73.656172 |
| 6 | 3569e2f520db9014b4acc4227a6421c1 | both | white | 2017.0 | 0 | 2017-09-27 | 4065.800000 | 0.0 | 0.0 | 40.174775 | 3.133734 | 151.251578 | 12.457481 | 1.155785 | 862.500000 | 19906.398051 | 1.126084 | 1.745145 | 5.9 | 13.456016 | 14.908913 | 6.717292 | 5.544179 | 35.445348 | 36.158408 | 0.0 | 2.871229 | 28.364929 | 12.261471 | 71.603756 |
| 7 | 3569e2f520db9014b4acc4227a6421c1 | both | white | 2017.0 | 0 | 2017-09-30 | 4298.900000 | 0.0 | 0.0 | 38.732488 | 3.017122 | 142.359496 | 10.791618 | 0.855095 | 849.900000 | 18808.536990 | 0.800743 | 1.537205 | 6.6 | 16.127642 | 17.550699 | 7.022426 | 5.492575 | 34.829330 | 36.168508 | 0.0 | 2.337948 | 33.678340 | 12.515001 | 70.997838 |
| 8 | 3569e2f520db9014b4acc4227a6421c1 | both | white | 2017.0 | 0 | 2017-10-01 | 4131.500000 | 0.0 | 0.0 | 40.130630 | 3.051682 | 149.248387 | 10.688068 | 0.687200 | 896.400000 | 18723.676777 | 0.732817 | 1.639705 | 6.4 | 19.719350 | 19.140567 | 8.041929 | 5.637945 | 37.334208 | 39.079539 | 0.0 | 2.372523 | 38.859917 | 13.679874 | 76.413747 |
| 9 | 3569e2f520db9014b4acc4227a6421c1 | both | white | 2017.0 | 0 | 2017-10-06 | 4369.300000 | 0.0 | 0.0 | 44.407009 | 3.637883 | 180.479619 | 12.774571 | 0.187365 | 384.100000 | 6135.313119 | 0.389690 | 1.810388 | 6.0 | 20.189879 | 21.538491 | 5.829195 | 4.603908 | 35.163105 | 40.557265 | 0.0 | 2.200079 | 41.728370 | 10.433102 | 75.720371 |
| uid | gender | race | cohort_year | is_ios | day_survey | act_on_foot_ep_0 | act_running_ep_0 | act_walking_ep_0 | loc_study_still | loc_study_dur | loc_study_product | loc_home_dur | loc_workout_dur | act_in_vehicle_ep_0 | loc_dist_ep_0 | loc_social_dur | loc_food_dur | loc_visit_num_ep_0 | loc_social_unlock_duration | loc_food_unlock_duration | loc_social_unlock_num | loc_food_unlock_num | loc_social_still | loc_food_still | act_running_ep_0_plus_act_walking_ep_0 | loc_social_dur_plus_loc_food_dur | loc_social_unlock_duration_plus_loc_food_unlock_duration | loc_social_unlock_num_plus_loc_food_unlock_num | loc_social_still_plus_loc_food_still | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 34696 | 2c4f43b2212eee5ba69563f139911138 | M | white | 2018.0 | 1 | 2020-09-16 | NaN | 288.3 | 11407.1 | NaN | 0.0 | NaN | 2.519306 | 0.0 | 7504.8 | 211140.924818 | 0.000000 | 0.0 | 0.5 | NaN | NaN | NaN | NaN | NaN | NaN | 11695.4 | 0.000000 | NaN | NaN | NaN |
| 34697 | 2c4f43b2212eee5ba69563f139911138 | M | white | 2018.0 | 1 | 2020-09-24 | NaN | 296.6 | 10999.2 | NaN | 0.0 | NaN | 0.000000 | 0.0 | 61.1 | 4131.199101 | 0.000000 | 0.0 | 0.9 | NaN | NaN | NaN | NaN | NaN | NaN | 11295.8 | 0.000000 | NaN | NaN | NaN |
| 34698 | 2c4f43b2212eee5ba69563f139911138 | M | white | 2018.0 | 1 | 2020-09-26 | NaN | 256.0 | 10560.2 | NaN | 0.0 | NaN | 0.000000 | 0.0 | 324.1 | 7439.467805 | 0.000000 | 0.0 | 1.3 | NaN | NaN | NaN | NaN | NaN | NaN | 10816.2 | 0.000000 | NaN | NaN | NaN |
| 34699 | 2c4f43b2212eee5ba69563f139911138 | M | white | 2018.0 | 1 | 2020-10-10 | NaN | 88.3 | 12300.3 | NaN | 0.0 | NaN | 0.000000 | 0.0 | 817.2 | 14194.948687 | 0.183444 | 0.0 | 2.7 | 5.530055 | NaN | 7.161071 | NaN | 26.44106 | NaN | 12388.6 | 0.183444 | NaN | NaN | NaN |
| 34700 | 2c4f43b2212eee5ba69563f139911138 | M | white | 2018.0 | 1 | 2020-10-14 | NaN | 79.8 | 11025.6 | NaN | 0.0 | NaN | 1.016167 | 0.0 | 1918.3 | 33832.911197 | 0.183444 | 0.0 | 2.8 | 5.530055 | NaN | 7.161071 | NaN | 26.44106 | NaN | 11105.4 | 0.183444 | NaN | NaN | NaN |
| 34701 | 2c4f43b2212eee5ba69563f139911138 | M | white | 2018.0 | 1 | 2020-12-24 | NaN | 22.8 | 22748.5 | NaN | 0.0 | NaN | 8.493889 | 0.0 | 3879.7 | 67682.634993 | 0.000000 | 0.0 | 2.5 | NaN | NaN | NaN | NaN | NaN | NaN | 22771.3 | 0.000000 | NaN | NaN | NaN |
| 34702 | 8617ddac1f48b148e3683738519b2e7a | NaN | NaN | 2018.0 | 1 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 34703 | ea716dd032aaa0dcf8bfa36b1811917f | NaN | NaN | 2017.0 | 1 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 34704 | df5e798581def8d477316520953b9171 | NaN | NaN | NaN | 0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 34705 | e6d71fe4a3c10b075ae1cf51a2fe6cfd | NaN | NaN | NaN | 1 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |